Lifting 2D human pose to 3D with domain adapted 3D body concept

• Main Authors: Nie, Qiang, Liu, Ziwei, Liu, Yunhui
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; 3D Human Pose Estimation; 2D Lifting
• Online Access: https://hdl.handle.net/10356/172802
• Institution: Nanyang Technological University

Lifting the 2D human pose to the 3D pose is an important yet challenging task. Existing 3D human pose estimation suffers from (1) the inherent ambiguity between the 2D and 3D data, and (2) the lack of well-labeled 2D–3D pose pairs in the wild. Human beings are able to imagine the 3D human pose from...